Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 16376 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Total size in memory | 2.9 MiB |
| Average record size in memory | 184.0 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 2 |
sum_services is highly correlated with services_frequency and 1 other fields | High correlation |
services_frequency is highly correlated with sum_services and 1 other fields | High correlation |
inter_avulsa is highly correlated with services_frequency | High correlation |
prezao_semanal is highly correlated with sum_services | High correlation |
sum_services is highly correlated with services_frequency and 1 other fields | High correlation |
services_frequency is highly correlated with sum_services and 1 other fields | High correlation |
inter_avulsa is highly correlated with services_frequency | High correlation |
prezao_semanal is highly correlated with sum_services | High correlation |
sum_services is highly correlated with services_frequency | High correlation |
services_frequency is highly correlated with sum_services | High correlation |
sum_services is highly correlated with services_frequency and 2 other fields | High correlation |
services_frequency is highly correlated with sum_services and 3 other fields | High correlation |
inter_avulsa is highly correlated with sum_services and 1 other fields | High correlation |
clube is highly correlated with pct_internet_mensal | High correlation |
entretenimento is highly correlated with prezao_mensal and 2 other fields | High correlation |
pct_internet_mensal is highly correlated with clube | High correlation |
prezao_diario is highly correlated with services_frequency | High correlation |
prezao_mensal is highly correlated with entretenimento | High correlation |
prezao_semanal is highly correlated with sum_services | High correlation |
servicos_operadora is highly correlated with services_frequency | High correlation |
sms_internacional is highly correlated with entretenimento and 1 other fields | High correlation |
transf_entre_regionais is highly correlated with entretenimento and 1 other fields | High correlation |
antivirus is highly skewed (γ1 = 34.85832138) | Skewed |
app_emprego is highly skewed (γ1 = 29.21980657) | Skewed |
app_saude is highly skewed (γ1 = 32.83317862) | Skewed |
clube is highly skewed (γ1 = 50.13195303) | Skewed |
prezao_quinzenal is highly skewed (γ1 = 20.05624131) | Skewed |
recarga_sos is highly skewed (γ1 = 24.06023604) | Skewed |
sms_cobrar is highly skewed (γ1 = 52.74284097) | Skewed |
sms_internacional is highly skewed (γ1 = 22.32782473) | Skewed |
inter_avulsa has 7474 (45.6%) zeros | Zeros |
antivirus has 16290 (99.5%) zeros | Zeros |
app_educacao has 16256 (99.3%) zeros | Zeros |
app_emprego has 16303 (99.6%) zeros | Zeros |
app_saude has 16314 (99.6%) zeros | Zeros |
clube has 13180 (80.5%) zeros | Zeros |
pre_mix_giga has 16240 (99.2%) zeros | Zeros |
entretenimento has 14570 (89.0%) zeros | Zeros |
games has 16137 (98.5%) zeros | Zeros |
pct_internet_mensal has 15513 (94.7%) zeros | Zeros |
prezao_diario has 8736 (53.3%) zeros | Zeros |
prezao_mensal has 14370 (87.8%) zeros | Zeros |
prezao_quinzenal has 16295 (99.5%) zeros | Zeros |
prezao_semanal has 7924 (48.4%) zeros | Zeros |
recarga_sos has 16294 (99.5%) zeros | Zeros |
servicos_operadora has 12747 (77.8%) zeros | Zeros |
sms_cobrar has 16185 (98.8%) zeros | Zeros |
sms_internacional has 16109 (98.4%) zeros | Zeros |
truecaller has 16174 (98.8%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-22 22:37:13.408419 |
|---|---|
| Analysis finished | 2022-03-22 22:37:52.025808 |
| Duration | 38.62 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 8083 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.54977101 |
| Minimum | 0.01 |
|---|---|
| Maximum | 1202.26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 4.47 |
| Q1 | 19.98 |
| median | 46.18 |
| Q3 | 100.1125 |
| 95-th percentile | 194.87 |
| Maximum | 1202.26 |
| Range | 1202.25 |
| Interquartile range (IQR) | 80.1325 |
Descriptive statistics
| Standard deviation | 68.74195725 |
|---|---|
| Coefficient of variation (CV) | 1.002803602 |
| Kurtosis | 13.44805669 |
| Mean | 68.54977101 |
| Median Absolute Deviation (MAD) | 32.485 |
| Skewness | 2.465129991 |
| Sum | 1122571.05 |
| Variance | 4725.456687 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.99 | 422 | 2.6% |
| 19.98 | 221 | 1.3% |
| 19.99 | 164 | 1.0% |
| 29.97 | 119 | 0.7% |
| 39.96 | 73 | 0.4% |
| 1.99 | 72 | 0.4% |
| 1.49 | 72 | 0.4% |
| 129.87 | 70 | 0.4% |
| 44.97 | 64 | 0.4% |
| 2.98 | 62 | 0.4% |
| Other values (8073) | 15037 |
| Value | Count | Frequency (%) |
| 0.01 | 2 | < 0.1% |
| 0.02 | 4 | |
| 0.03 | 1 | < 0.1% |
| 0.04 | 3 | |
| 0.05 | 5 | |
| 0.06 | 2 | < 0.1% |
| 0.08 | 1 | < 0.1% |
| 0.09 | 3 | |
| 0.11 | 2 | < 0.1% |
| 0.12 | 3 |
| Value | Count | Frequency (%) |
| 1202.26 | 1 | |
| 885.59 | 1 | |
| 772.47 | 1 | |
| 691.63 | 1 | |
| 671.96 | 1 | |
| 669.54 | 1 | |
| 647.07 | 1 | |
| 632.84 | 1 | |
| 629.58 | 1 | |
| 611 | 1 |
services_frequency
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 173 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.65138007 |
| Minimum | 1 |
|---|---|
| Maximum | 448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 12 |
| Q3 | 24 |
| 95-th percentile | 59 |
| Maximum | 448 |
| Range | 447 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 21.59358786 |
|---|---|
| Coefficient of variation (CV) | 1.157747458 |
| Kurtosis | 25.21450875 |
| Mean | 18.65138007 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 3.462621231 |
| Sum | 305435 |
| Variance | 466.2830369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1128 | 6.9% |
| 3 | 934 | 5.7% |
| 2 | 919 | 5.6% |
| 4 | 794 | 4.8% |
| 5 | 690 | 4.2% |
| 6 | 668 | 4.1% |
| 7 | 636 | 3.9% |
| 8 | 592 | 3.6% |
| 13 | 538 | 3.3% |
| 9 | 516 | 3.2% |
| Other values (163) | 8961 |
| Value | Count | Frequency (%) |
| 1 | 1128 | |
| 2 | 919 | |
| 3 | 934 | |
| 4 | 794 | |
| 5 | 690 | |
| 6 | 668 | |
| 7 | 636 | |
| 8 | 592 | |
| 9 | 516 | |
| 10 | 453 |
| Value | Count | Frequency (%) |
| 448 | 1 | |
| 328 | 1 | |
| 258 | 1 | |
| 243 | 1 | |
| 233 | 1 | |
| 232 | 1 | |
| 231 | 1 | |
| 224 | 1 | |
| 219 | 1 | |
| 216 | 1 |
| Distinct | 157 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.404433317 |
| Minimum | 0 |
|---|---|
| Maximum | 447 |
| Zeros | 7474 |
| Zeros (%) | 45.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 8 |
| 95-th percentile | 43 |
| Maximum | 447 |
| Range | 447 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 18.05257198 |
|---|---|
| Coefficient of variation (CV) | 2.147982059 |
| Kurtosis | 42.0884869 |
| Mean | 8.404433317 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.669133181 |
| Sum | 137631 |
| Variance | 325.895355 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7474 | |
| 1 | 1371 | 8.4% |
| 2 | 821 | 5.0% |
| 3 | 624 | 3.8% |
| 4 | 531 | 3.2% |
| 5 | 426 | 2.6% |
| 6 | 410 | 2.5% |
| 7 | 353 | 2.2% |
| 8 | 305 | 1.9% |
| 9 | 294 | 1.8% |
| Other values (147) | 3767 |
| Value | Count | Frequency (%) |
| 0 | 7474 | |
| 1 | 1371 | 8.4% |
| 2 | 821 | 5.0% |
| 3 | 624 | 3.8% |
| 4 | 531 | 3.2% |
| 5 | 426 | 2.6% |
| 6 | 410 | 2.5% |
| 7 | 353 | 2.2% |
| 8 | 305 | 1.9% |
| 9 | 294 | 1.8% |
| Value | Count | Frequency (%) |
| 447 | 1 | |
| 219 | 1 | |
| 215 | 1 | |
| 211 | 1 | |
| 205 | 1 | |
| 200 | 1 | |
| 197 | 1 | |
| 184 | 1 | |
| 181 | 1 | |
| 176 | 1 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01618221788 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 16290 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.32359731 |
|---|---|
| Coefficient of variation (CV) | 19.99709264 |
| Kurtosis | 1637.488782 |
| Mean | 0.01618221788 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 34.85832138 |
| Sum | 265 |
| Variance | 0.1047152191 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16290 | |
| 1 | 36 | 0.2% |
| 2 | 14 | 0.1% |
| 3 | 11 | 0.1% |
| 5 | 9 | 0.1% |
| 4 | 7 | < 0.1% |
| 6 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16290 | |
| 1 | 36 | 0.2% |
| 2 | 14 | 0.1% |
| 3 | 11 | 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 9 | 0.1% |
| 6 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 9 | |
| 4 | 7 | |
| 3 | 11 | |
| 2 | 14 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01917440156 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 16256 |
| Zeros (%) | 99.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2765081325 |
|---|---|
| Coefficient of variation (CV) | 14.42069165 |
| Kurtosis | 422.3448772 |
| Mean | 0.01917440156 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.95147522 |
| Sum | 314 |
| Variance | 0.07645674735 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16256 | |
| 1 | 47 | 0.3% |
| 2 | 28 | 0.2% |
| 3 | 12 | 0.1% |
| 4 | 12 | 0.1% |
| 6 | 8 | < 0.1% |
| 5 | 8 | < 0.1% |
| 7 | 3 | < 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16256 | |
| 1 | 47 | 0.3% |
| 2 | 28 | 0.2% |
| 3 | 12 | 0.1% |
| 4 | 12 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 8 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 8 | < 0.1% |
| 5 | 8 | < 0.1% |
| 4 | 12 | 0.1% |
| 3 | 12 | 0.1% |
| 2 | 28 | 0.2% |
| 1 | 47 | 0.3% |
| 0 | 16256 |
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01581582804 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 16303 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.324181054 |
|---|---|
| Coefficient of variation (CV) | 20.49725459 |
| Kurtosis | 1023.737651 |
| Mean | 0.01581582804 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 29.21980657 |
| Sum | 259 |
| Variance | 0.1050933558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16303 | |
| 1 | 28 | 0.2% |
| 2 | 10 | 0.1% |
| 3 | 9 | 0.1% |
| 4 | 7 | < 0.1% |
| 7 | 4 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 13 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (4) | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16303 | |
| 1 | 28 | 0.2% |
| 2 | 10 | 0.1% |
| 3 | 9 | 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 4 | |
| 6 | 3 | |
| 5 | 4 | |
| 4 | 7 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.01141914998 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 16314 |
| Zeros (%) | 99.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2602247553 |
|---|---|
| Coefficient of variation (CV) | 22.78845237 |
| Kurtosis | 1258.119659 |
| Mean | 0.01141914998 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 32.83317862 |
| Sum | 187 |
| Variance | 0.06771692329 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16314 | |
| 1 | 28 | 0.2% |
| 2 | 12 | 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 5 | < 0.1% |
| 8 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16314 | |
| 1 | 28 | 0.2% |
| 2 | 12 | 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 5 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 3 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 5 | |
| 3 | 5 | |
| 2 | 12 |
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3760991695 |
| Minimum | 0 |
|---|---|
| Maximum | 155 |
| Zeros | 13180 |
| Zeros (%) | 80.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 155 |
| Range | 155 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.715855209 |
|---|---|
| Coefficient of variation (CV) | 4.562241419 |
| Kurtosis | 4180.218843 |
| Mean | 0.3760991695 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 50.13195303 |
| Sum | 6159 |
| Variance | 2.944159097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 13180 | |
| 1 | 2023 | 12.4% |
| 2 | 621 | 3.8% |
| 3 | 242 | 1.5% |
| 4 | 95 | 0.6% |
| 5 | 66 | 0.4% |
| 6 | 55 | 0.3% |
| 7 | 31 | 0.2% |
| 9 | 16 | 0.1% |
| 12 | 9 | 0.1% |
| Other values (12) | 38 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 13180 | |
| 1 | 2023 | 12.4% |
| 2 | 621 | 3.8% |
| 3 | 242 | 1.5% |
| 4 | 95 | 0.6% |
| 5 | 66 | 0.4% |
| 6 | 55 | 0.3% |
| 7 | 31 | 0.2% |
| 8 | 8 | < 0.1% |
| 9 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 155 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 14 | 3 | < 0.1% |
| 13 | 4 | |
| 12 | 9 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.07010258915 |
| Minimum | 0 |
|---|---|
| Maximum | 43 |
| Zeros | 16240 |
| Zeros (%) | 99.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 43 |
| Range | 43 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9089721476 |
|---|---|
| Coefficient of variation (CV) | 12.96631349 |
| Kurtosis | 482.1004591 |
| Mean | 0.07010258915 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.09212166 |
| Sum | 1148 |
| Variance | 0.826230365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16240 | |
| 13 | 19 | 0.1% |
| 12 | 12 | 0.1% |
| 10 | 11 | 0.1% |
| 6 | 11 | 0.1% |
| 5 | 11 | 0.1% |
| 11 | 11 | 0.1% |
| 4 | 10 | 0.1% |
| 2 | 10 | 0.1% |
| 7 | 8 | < 0.1% |
| Other values (9) | 33 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 16240 | |
| 1 | 7 | < 0.1% |
| 2 | 10 | 0.1% |
| 3 | 7 | < 0.1% |
| 4 | 10 | 0.1% |
| 5 | 11 | 0.1% |
| 6 | 11 | 0.1% |
| 7 | 8 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 43 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 4 | < 0.1% |
| 13 | 19 | |
| 12 | 12 | |
| 11 | 11 | |
| 10 | 11 | |
| 9 | 6 | < 0.1% |
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5950781632 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 14570 |
| Zeros (%) | 89.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.344888393 |
|---|---|
| Coefficient of variation (CV) | 3.940471249 |
| Kurtosis | 41.87825215 |
| Mean | 0.5950781632 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.662629935 |
| Sum | 9745 |
| Variance | 5.498501576 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14570 | |
| 1 | 395 | 2.4% |
| 2 | 265 | 1.6% |
| 3 | 200 | 1.2% |
| 4 | 170 | 1.0% |
| 5 | 124 | 0.8% |
| 6 | 99 | 0.6% |
| 7 | 82 | 0.5% |
| 13 | 76 | 0.5% |
| 8 | 71 | 0.4% |
| Other values (22) | 324 | 2.0% |
| Value | Count | Frequency (%) |
| 0 | 14570 | |
| 1 | 395 | 2.4% |
| 2 | 265 | 1.6% |
| 3 | 200 | 1.2% |
| 4 | 170 | 1.0% |
| 5 | 124 | 0.8% |
| 6 | 99 | 0.6% |
| 7 | 82 | 0.5% |
| 8 | 71 | 0.4% |
| 9 | 60 | 0.4% |
| Value | Count | Frequency (%) |
| 40 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| 26 | 3 | |
| 25 | 3 | |
| 24 | 6 | |
| 23 | 2 | < 0.1% |
| 22 | 2 | < 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03529555447 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 16137 |
| Zeros (%) | 98.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.4004271894 |
|---|---|
| Coefficient of variation (CV) | 11.34497518 |
| Kurtosis | 421.3665179 |
| Mean | 0.03529555447 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.1380017 |
| Sum | 578 |
| Variance | 0.160341934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16137 | |
| 1 | 120 | 0.7% |
| 2 | 46 | 0.3% |
| 3 | 30 | 0.2% |
| 4 | 14 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 5 | < 0.1% |
| 8 | 5 | < 0.1% |
| 10 | 3 | < 0.1% |
| 11 | 3 | < 0.1% |
| Other values (3) | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16137 | |
| 1 | 120 | 0.7% |
| 2 | 46 | 0.3% |
| 3 | 30 | 0.2% |
| 4 | 14 | 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 11 | 3 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 5 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 8 | < 0.1% |
| 4 | 14 | |
| 3 | 30 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.09452857841 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 15513 |
| Zeros (%) | 94.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5412831665 |
|---|---|
| Coefficient of variation (CV) | 5.726132516 |
| Kurtosis | 164.1668929 |
| Mean | 0.09452857841 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.5229222 |
| Sum | 1548 |
| Variance | 0.2929874663 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15513 | |
| 1 | 556 | 3.4% |
| 2 | 145 | 0.9% |
| 3 | 87 | 0.5% |
| 4 | 29 | 0.2% |
| 5 | 16 | 0.1% |
| 6 | 9 | 0.1% |
| 8 | 8 | < 0.1% |
| 7 | 4 | < 0.1% |
| 9 | 3 | < 0.1% |
| Other values (5) | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 15513 | |
| 1 | 556 | 3.4% |
| 2 | 145 | 0.9% |
| 3 | 87 | 0.5% |
| 4 | 29 | 0.2% |
| 5 | 16 | 0.1% |
| 6 | 9 | 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 8 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 8 | |
| 7 | 4 | < 0.1% |
| 6 | 9 | |
| 5 | 16 |
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.655532487 |
| Minimum | 0 |
|---|---|
| Maximum | 134 |
| Zeros | 8736 |
| Zeros (%) | 53.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5 |
| 95-th percentile | 22 |
| Maximum | 134 |
| Range | 134 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 9.634188038 |
|---|---|
| Coefficient of variation (CV) | 2.069406253 |
| Kurtosis | 24.32789976 |
| Mean | 4.655532487 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.084420719 |
| Sum | 76239 |
| Variance | 92.81757916 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8736 | |
| 1 | 1047 | 6.4% |
| 2 | 816 | 5.0% |
| 3 | 681 | 4.2% |
| 4 | 545 | 3.3% |
| 5 | 538 | 3.3% |
| 6 | 429 | 2.6% |
| 7 | 387 | 2.4% |
| 8 | 319 | 1.9% |
| 9 | 276 | 1.7% |
| Other values (88) | 2602 | 15.9% |
| Value | Count | Frequency (%) |
| 0 | 8736 | |
| 1 | 1047 | 6.4% |
| 2 | 816 | 5.0% |
| 3 | 681 | 4.2% |
| 4 | 545 | 3.3% |
| 5 | 538 | 3.3% |
| 6 | 429 | 2.6% |
| 7 | 387 | 2.4% |
| 8 | 319 | 1.9% |
| 9 | 276 | 1.7% |
| Value | Count | Frequency (%) |
| 134 | 1 | |
| 130 | 1 | |
| 109 | 1 | |
| 105 | 1 | |
| 103 | 1 | |
| 102 | 1 | |
| 97 | 1 | |
| 96 | 2 | |
| 92 | 1 | |
| 91 | 2 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2537860283 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 14370 |
| Zeros (%) | 87.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8064346286 |
|---|---|
| Coefficient of variation (CV) | 3.177616332 |
| Kurtosis | 32.25618017 |
| Mean | 0.2537860283 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.424935011 |
| Sum | 4156 |
| Variance | 0.6503368102 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 14370 | |
| 1 | 813 | 5.0% |
| 2 | 555 | 3.4% |
| 3 | 471 | 2.9% |
| 4 | 90 | 0.5% |
| 5 | 41 | 0.3% |
| 6 | 20 | 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 14370 | |
| 1 | 813 | 5.0% |
| 2 | 555 | 3.4% |
| 3 | 471 | 2.9% |
| 4 | 90 | 0.5% |
| 5 | 41 | 0.3% |
| 6 | 20 | 0.1% |
| 7 | 7 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 18 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 7 | < 0.1% |
| 6 | 20 | 0.1% |
| 5 | 41 | 0.3% |
| 4 | 90 | 0.5% |
| 3 | 471 | |
| 2 | 555 | |
| 1 | 813 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02167806546 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 16295 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3534177112 |
|---|---|
| Coefficient of variation (CV) | 16.30300969 |
| Kurtosis | 486.393935 |
| Mean | 0.02167806546 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 20.05624131 |
| Sum | 355 |
| Variance | 0.1249040786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16295 | |
| 3 | 17 | 0.1% |
| 6 | 15 | 0.1% |
| 1 | 12 | 0.1% |
| 5 | 10 | 0.1% |
| 7 | 9 | 0.1% |
| 4 | 9 | 0.1% |
| 2 | 5 | < 0.1% |
| 8 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16295 | |
| 1 | 12 | 0.1% |
| 2 | 5 | < 0.1% |
| 3 | 17 | 0.1% |
| 4 | 9 | 0.1% |
| 5 | 10 | 0.1% |
| 6 | 15 | 0.1% |
| 7 | 9 | 0.1% |
| 8 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 9 | |
| 6 | 15 | |
| 5 | 10 | |
| 4 | 9 | |
| 3 | 17 | |
| 2 | 5 | < 0.1% |
| 1 | 12 |
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.09062042 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 7924 |
| Zeros (%) | 48.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 13 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.614504311 |
|---|---|
| Coefficient of variation (CV) | 1.493067308 |
| Kurtosis | 4.303137982 |
| Mean | 3.09062042 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.887970321 |
| Sum | 50612 |
| Variance | 21.29365003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7924 | |
| 1 | 1545 | 9.4% |
| 2 | 1121 | 6.8% |
| 3 | 854 | 5.2% |
| 4 | 684 | 4.2% |
| 5 | 589 | 3.6% |
| 13 | 503 | 3.1% |
| 6 | 483 | 2.9% |
| 7 | 415 | 2.5% |
| 12 | 402 | 2.5% |
| Other values (27) | 1856 | 11.3% |
| Value | Count | Frequency (%) |
| 0 | 7924 | |
| 1 | 1545 | 9.4% |
| 2 | 1121 | 6.8% |
| 3 | 854 | 5.2% |
| 4 | 684 | 4.2% |
| 5 | 589 | 3.6% |
| 6 | 483 | 2.9% |
| 7 | 415 | 2.5% |
| 8 | 384 | 2.3% |
| 9 | 338 | 2.1% |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 2 | < 0.1% |
| 36 | 2 | < 0.1% |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 30 | 7 | |
| 29 | 8 | |
| 28 | 6 | |
| 27 | 6 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.011358085 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 16294 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.19860389 |
|---|---|
| Coefficient of variation (CV) | 17.48568442 |
| Kurtosis | 691.2109646 |
| Mean | 0.011358085 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.06023604 |
| Sum | 186 |
| Variance | 0.03944350511 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16294 | |
| 1 | 34 | 0.2% |
| 2 | 27 | 0.2% |
| 4 | 6 | < 0.1% |
| 3 | 6 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16294 | |
| 1 | 34 | 0.2% |
| 2 | 27 | 0.2% |
| 3 | 6 | < 0.1% |
| 4 | 6 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 2 | < 0.1% |
| 4 | 6 | < 0.1% |
| 3 | 6 | < 0.1% |
| 2 | 27 | 0.2% |
| 1 | 34 | 0.2% |
| 0 | 16294 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6511358085 |
| Minimum | 0 |
|---|---|
| Maximum | 36 |
| Zeros | 12747 |
| Zeros (%) | 77.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 36 |
| Range | 36 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.245891093 |
|---|---|
| Coefficient of variation (CV) | 3.44918996 |
| Kurtosis | 44.37784879 |
| Mean | 0.6511358085 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.90642401 |
| Sum | 10663 |
| Variance | 5.044026801 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12747 | |
| 1 | 2298 | 14.0% |
| 2 | 419 | 2.6% |
| 3 | 174 | 1.1% |
| 4 | 111 | 0.7% |
| 5 | 72 | 0.4% |
| 8 | 66 | 0.4% |
| 12 | 63 | 0.4% |
| 13 | 61 | 0.4% |
| 7 | 61 | 0.4% |
| Other values (22) | 304 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 12747 | |
| 1 | 2298 | 14.0% |
| 2 | 419 | 2.6% |
| 3 | 174 | 1.1% |
| 4 | 111 | 0.7% |
| 5 | 72 | 0.4% |
| 6 | 56 | 0.3% |
| 7 | 61 | 0.4% |
| 8 | 66 | 0.4% |
| 9 | 47 | 0.3% |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 31 | 2 | < 0.1% |
| 30 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 27 | 1 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 6 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04683683439 |
| Minimum | 0 |
|---|---|
| Maximum | 79 |
| Zeros | 16185 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 79 |
| Range | 79 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.122512888 |
|---|---|
| Coefficient of variation (CV) | 23.9664551 |
| Kurtosis | 3329.04267 |
| Mean | 0.04683683439 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 52.74284097 |
| Sum | 767 |
| Variance | 1.260035185 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16185 | |
| 1 | 112 | 0.7% |
| 2 | 25 | 0.2% |
| 3 | 11 | 0.1% |
| 4 | 9 | 0.1% |
| 6 | 9 | 0.1% |
| 5 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| 79 | 2 | < 0.1% |
| Other values (9) | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16185 | |
| 1 | 112 | 0.7% |
| 2 | 25 | 0.2% |
| 3 | 11 | 0.1% |
| 4 | 9 | 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 9 | 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 79 | 2 | |
| 49 | 1 | |
| 33 | 1 | |
| 29 | 2 | |
| 22 | 1 | |
| 17 | 2 | |
| 15 | 1 | |
| 14 | 1 | |
| 12 | 1 | |
| 9 | 1 |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0268075232 |
| Minimum | 0 |
|---|---|
| Maximum | 14 |
| Zeros | 16109 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 14 |
| Range | 14 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2816777973 |
|---|---|
| Coefficient of variation (CV) | 10.50741597 |
| Kurtosis | 793.7408493 |
| Mean | 0.0268075232 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 22.32782473 |
| Sum | 439 |
| Variance | 0.07934238152 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16109 | |
| 1 | 180 | 1.1% |
| 2 | 55 | 0.3% |
| 3 | 13 | 0.1% |
| 4 | 9 | 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16109 | |
| 1 | 180 | 1.1% |
| 2 | 55 | 0.3% |
| 3 | 13 | 0.1% |
| 4 | 9 | 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 4 | < 0.1% |
| 4 | 9 | 0.1% |
| 3 | 13 | 0.1% |
| 2 | 55 | 0.3% |
| 1 | 180 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 128.1 KiB |
| 97 | |
| 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Common Values
| Value | Count | Frequency (%) |
| 16278 | ||
| 97 | 0.6% | |
| 1 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 16278 | ||
| 97 | 0.6% | |
| 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02699071812 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 16174 |
| Zeros (%) | 98.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 128.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3064766634 |
|---|---|
| Coefficient of variation (CV) | 11.35489104 |
| Kurtosis | 308.1931786 |
| Mean | 0.02699071812 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.92348546 |
| Sum | 442 |
| Variance | 0.0939279452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16174 | |
| 1 | 105 | 0.6% |
| 2 | 37 | 0.2% |
| 3 | 22 | 0.1% |
| 4 | 17 | 0.1% |
| 5 | 9 | 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 16174 | |
| 1 | 105 | 0.6% |
| 2 | 37 | 0.2% |
| 3 | 22 | 0.1% |
| 4 | 17 | 0.1% |
| 5 | 9 | 0.1% |
| 6 | 5 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 4 | < 0.1% |
| 6 | 5 | < 0.1% |
| 5 | 9 | 0.1% |
| 4 | 17 | 0.1% |
| 3 | 22 | 0.1% |
| 2 | 37 | 0.2% |
| 1 | 105 | 0.6% |
| 0 | 16174 |
venda
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 128.1 KiB |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Common Values
| Value | Count | Frequency (%) |
| 11542 | ||
| 4834 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 11542 | ||
| 4834 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.